Scheduled presentations:

• Keynote Design of a Specimen to Train Path-Dependent Deep Learning Material Models from a Single Uniaxial Test: Eliciting Strain Diversity via Automatically Differentiable Elastoplastic Topology Optimization
  *S. Yin (Brown university), B. Ferreira (Brown university), G. Kuś (Brown university), M. Bessa (Brown university)
• Structural damage identification based on Fourier neural operators
  *K. Li (Hanyang University), J. Na (Hanyang University), M. Shin (Hanyang University), G. Yoon (Hanyang University)
• Trajectory-Based Learning of Evolution Dynamics for Efficient Multi-Objective Topology Optimization in Fluid Flow and Heat Transfer
  *H. Tang (Beihang University), J. Zhu (Beihang University), Z. Tao (Beihang University), L. Qiu (Beihang University)
• Problem Independent Machine Learning-Based Fast and High Accuracy Topology Optimization for Large Scale Heat Conduction Structures
  *Z. Wei (Dalian University of Technology), C. liu (Dalian University of Technology), X. Guo (Dalian University of Technology)
• Gradient Based Start Design Generation for Feature Mapping
  *F. Wein (FAU), P. Jung (FAU), M. Stingl (FAU)